Rethinking Machine Learning Collective Communication as a Multi-Commodity Flow Problem.
Behnaz ArzaniSiva Kesava Reddy KakarlaMiguel CastroSrikanth KandulaSaeed MalekiLuke MarshallPublished in: CoRR (2023)
Keyphrases
- machine learning
- communication systems
- machine learning approaches
- knowledge acquisition
- learning algorithm
- feature selection
- data analysis
- information sharing
- computational intelligence
- machine learning algorithms
- communication networks
- statistical methods
- pattern recognition
- text classification
- artificial intelligence
- communication patterns
- collective behavior
- instant messaging
- resource constrained
- machine learning and data mining
- explanation based learning
- communication technologies
- collective intelligence
- reinforcement learning
- learning problems
- active learning
- information extraction
- database
- text mining